Context Graphs vs Vector RAG vs Raw Context - A benchmark for agent memory
We benchmark context graphs against other methods of agent memory, and discuss their benefits.
O'Reilly AI-ML·
The following article originally appeared on Angie Jones’s LinkedIn page and is being republished here with the author’s permission. I’m fascinated by the concept of agent memory. LLMs are stateless by design, meaning they have no memory or awareness of past interactions. Each prompt you send to an LLM is treated as a completely isolated […]
Read full articleWe benchmark context graphs against other methods of agent memory, and discuss their benefits.
Stockholm-based startup Fika Jobs is building a video-first hiring platform that combines AI interview agents with short-form video profiles, creating something that feels like a cross between LinkedIn and TikTok.
LLMs are stateless by default. Agent memory fixes that. This guide breaks down all 7 types — working, semantic, episodic, procedural, retrieval, parametric, and prospective. It covers what each stores, where it lives, and when to build it. Includes a comparison table and working Python code. The post The 7 Types of Agent Memory: A Technical Guide for AI Engineers appeared first on MarkTechPost.
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The LinkedIn co-founder was a key bridge to Microsoft’s relationship with OpenAI, but he also came with some baggage.
The post AI job cuts hit Wix as CEO cuts 20% of workforce after Q1 earnings miss appeared on BitcoinEthereumNews.com. Wix CEO Avishai Abrahami told employees on Wednesday the company is cutting roughly 20% of its workforce, eliminating about 1,000 positions in the largest layoff in the company’s history. The Israel-based company operates a platform that lets people and businesses build websites without writing code. He posted the announcement on X (formerly Twitter) and LinkedIn simultaneously. Sharing here the message I just sent to the whole Wix team: Today is a sad day for me. We have made a very hard decision. We are reducing the Wix team size by roughly 20%. It is one of the hardest decisions I have had to make, but I am confident it is the right one, and I will… — Avishai Abrahami (@Avishai_ab) May 28, 2026 In the social media post, Abrahami named two forces. The first is currency. Wix earns revenue in dollars but pays more than 60% of its workforce in Israeli shekels. The shekel
Eight months ago, LinkedIn co-founder and former CEO Reid Hoffman confessed: “I am voicepilled.” He argued that talking instead of typing was the next great leap in computing. Being “voicepilled,” he said, was the epiphany that you can be vastly more productive and creative when not bogged down by the Victorian-era contraption known as the typewriter ,or its modern version, the PC keyboard. What’s changed is the rise of super high-quality AI-based speech-to-text tools, which not only capture what you say, but figure out what you intended to say, erasing your “ums” and “ahs” and tweaking your sentences automatically to be more articulate. The best example for this category of voice application on the desktop is Wispr Flow, which launched Sept 30, 2024. Other products include Superwhisper, MacWhisper, and others. In recent weeks, some mainstream news outlets have noticed the rising phenomenon of voicepilling. For example, The Guardian published a piece earlier this month headlined, “T
The job networking site plans to target low-quality AI posts that distract its users from finding value on the platform.